Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Bristol
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 126 116 124
Rank change year-on-year -10 +8 -46
Permanent jobs citing Data Warehouse 76 90 68
As % of all permanent IT jobs advertised in Bristol 2.03% 2.33% 2.10%
As % of the Database & Business Intelligence category 7.06% 7.79% 6.98%
Number of salaries quoted 65 78 61
Bristol median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -15.00%
10th Percentile £35,150 £32,125 £27,500
90th Percentile £66,000 £67,500 £57,500
South West median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -7.61%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,077 1,155 974
As % of all permanent IT jobs advertised in Bristol 28.74% 29.96% 30.07%
Number of salaries quoted 951 999 864
Bristol median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,750 £26,250 £28,750
90th Percentile £66,250 £66,250 £73,000
South West median annual salary £43,000 £40,000 £40,000
% change year-on-year +7.50% - +3.81%

Data Warehouse
Job Vacancy Trend in Bristol

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Warehouse in Bristol

Data Warehouse
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bristol.

Salary trend for Data Warehouse in Bristol

Data Warehouse
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Warehouse in Bristol over the 6 months to 15 November 2018.

Salary histogram for Data Warehouse in Bristol

For the 6 months to 15 November 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Data Warehouse.

1 54 (71.05%) ETL
2 52 (68.42%) Business Intelligence
3 40 (52.63%) SQL Server
4 36 (47.37%) Agile Software Development
5 33 (43.42%) SQL
6 31 (40.79%) Oracle
7 28 (36.84%) BusinessObjects
7 28 (36.84%) SQL Server Integration Services
8 21 (27.63%) SQL Server Reporting Services
8 21 (27.63%) Informatica
9 19 (25.00%) CRM
9 19 (25.00%) Finance
10 18 (23.68%) Microsoft
11 17 (22.37%) Data Modelling
11 17 (22.37%) XML
11 17 (22.37%) SDLC
12 15 (19.74%) SAP Data Services
12 15 (19.74%) Web Services
12 15 (19.74%) IBM
13 14 (18.42%) Cognos
13 14 (18.42%) T-SQL
13 14 (18.42%) MySQL
13 14 (18.42%) Waterfall
13 14 (18.42%) Data Quality
13 14 (18.42%) Release Management
13 14 (18.42%) Microsoft Azure
13 14 (18.42%) Amazon AWS
13 14 (18.42%) Performance Tuning
14 13 (17.11%) Relational Database
14 13 (17.11%) Power BI

Data Warehouse
Co-occurring IT Skills in Bristol by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (1.32%) Apache Spark
1 1 (1.32%) SAS
1 1 (1.32%) SharePoint
Applications
1 2 (2.63%) Microsoft Project
2 1 (1.32%) Microsoft Excel
2 1 (1.32%) Microsoft Office
2 1 (1.32%) SPSS
Business Applications
1 13 (17.11%) Cognos Business Intelligence
2 2 (2.63%) Cognos TM1
Cloud Services
1 14 (18.42%) Amazon AWS
1 14 (18.42%) Microsoft Azure
2 2 (2.63%) Amazon S3
2 2 (2.63%) Cloud Computing
3 1 (1.32%) Amazon EMR
Communications & Networking
1 2 (2.63%) Extranet
1 2 (2.63%) Intranet
Database & Business Intelligence
1 40 (52.63%) SQL Server
2 28 (36.84%) BusinessObjects
2 28 (36.84%) SQL Server Integration Services
3 21 (27.63%) SQL Server Reporting Services
4 15 (19.74%) SAP Data Services
5 14 (18.42%) MySQL
6 13 (17.11%) Power BI
6 13 (17.11%) RDBMS
6 13 (17.11%) Relational Database
6 13 (17.11%) SQL Server 2008
7 12 (15.79%) PostgreSQL
7 12 (15.79%) PowerCenter
7 12 (15.79%) QualityStage
8 9 (11.84%) Amazon RDS
8 9 (11.84%) MongoDB
9 8 (10.53%) Big Data
9 8 (10.53%) SQL Server Analysis Services
10 6 (7.89%) Data Lake
10 6 (7.89%) QlikView
11 5 (6.58%) Oracle Database
Development Applications
1 2 (2.63%) Git (software)
2 1 (1.32%) Eclipse
2 1 (1.32%) ERwin
2 1 (1.32%) SQL Server Management Studio (SSMS)
2 1 (1.32%) Team Foundation Server
2 1 (1.32%) Visual Studio
2 1 (1.32%) XMLSpy
General
1 19 (25.00%) Finance
2 5 (6.58%) Banking
3 3 (3.95%) Private Banking
3 3 (3.95%) Retail
4 1 (1.32%) Marketing
Job Titles
1 18 (23.68%) Developer
2 17 (22.37%) Analyst
3 13 (17.11%) Business Intelligence Manager
4 12 (15.79%) Project Leader
4 12 (15.79%) Project Manager
5 9 (11.84%) Business Intelligence Project Manager
5 9 (11.84%) Database Analyst
6 8 (10.53%) SQL Analyst
7 7 (9.21%) Oracle Analyst
7 7 (9.21%) SQL Server Analyst
8 6 (7.89%) Business Intelligence Developer
9 5 (6.58%) Architect
10 4 (5.26%) Business Manager
10 4 (5.26%) Cognos Developer
10 4 (5.26%) Data Warehouse Manager
10 4 (5.26%) Data Warehouse Project Manager
10 4 (5.26%) IT Manager
10 4 (5.26%) IT Project Manager
11 3 (3.95%) Applications Architect
11 3 (3.95%) Digital Architect
Libraries, Frameworks & Software Standards
1 17 (22.37%) XML
2 15 (19.74%) Web Services
3 13 (17.11%) .NET
4 9 (11.84%) HTML
5 3 (3.95%) J2EE
5 3 (3.95%) REST
5 3 (3.95%) XML Messaging
6 2 (2.63%) Hibernate
7 1 (1.32%) ASP.NET
Miscellaneous
1 9 (11.84%) Analytical Skills
1 9 (11.84%) Client/Server
2 3 (3.95%) Computer Science
2 3 (3.95%) Greenfield Project
3 2 (2.63%) Self-Motivation
3 2 (2.63%) User Experience
4 1 (1.32%) Management Information System
Operating Systems
1 5 (6.58%) Linux
2 3 (3.95%) Unix
3 2 (2.63%) Windows
Processes & Methodologies
1 54 (71.05%) ETL
2 52 (68.42%) Business Intelligence
3 36 (47.37%) Agile Software Development
4 19 (25.00%) CRM
5 17 (22.37%) Data Modelling
5 17 (22.37%) SDLC
6 14 (18.42%) Performance Tuning
6 14 (18.42%) Release Management
6 14 (18.42%) Waterfall
7 12 (15.79%) QMS
7 12 (15.79%) Quality Management
7 12 (15.79%) Requirements Analysis
7 12 (15.79%) V-Model
8 11 (14.47%) Data Governance
9 10 (13.16%) Information Management
10 9 (11.84%) Analytics
10 9 (11.84%) Database Tuning
11 7 (9.21%) Dashboard Development
11 7 (9.21%) PRINCE2
12 6 (7.89%) Migration
Programming Languages
1 33 (43.42%) SQL
2 14 (18.42%) T-SQL
3 13 (17.11%) C#
4 12 (15.79%) PL/SQL
5 11 (14.47%) Java
6 9 (11.84%) C++
6 9 (11.84%) Python
7 3 (3.95%) R
7 3 (3.95%) Shell Script
8 1 (1.32%) Bash Shell
8 1 (1.32%) C
8 1 (1.32%) Korn
8 1 (1.32%) VB
8 1 (1.32%) VBA
Qualifications
1 9 (11.84%) SC Cleared
1 9 (11.84%) Security Cleared
2 5 (6.58%) Degree
3 2 (2.63%) ISEB
3 2 (2.63%) Oracle Certification
4 1 (1.32%) Computer Science Degree
Quality Assurance & Compliance
1 14 (18.42%) Data Quality
2 4 (5.26%) QA
3 2 (2.63%) ISO 9001
3 2 (2.63%) ISO/IEC 20000
4 1 (1.32%) SLA
Vendors
1 31 (40.79%) Oracle
2 21 (27.63%) Informatica
3 18 (23.68%) Microsoft
4 15 (19.74%) IBM
5 14 (18.42%) Cognos
6 12 (15.79%) Trillium
7 9 (11.84%) Tableau
8 2 (2.63%) Talend